diff --git a/detection/__main__.py b/detection/__main__.py
index 24f8703..9881eb5 100644
--- a/detection/__main__.py
+++ b/detection/__main__.py
@@ -10,6 +10,7 @@ from .utils import *
 import sys
 from colorama import init, Fore, Style
 from tqdm import tqdm
+from pathlib import Path
 
 PYCDC_FLAG = True
 PYCDC_ADDR_FLAG = True
@@ -362,19 +363,18 @@ def process_path(
 ):
     results = {"high": [], "medium": [], "low": [], "none": []}
     if os.path.isdir(path):
-        # 获取所有文件
-        all_files = []
-        for root, dirs, files in os.walk(path):
-            for file in files:
-                file_extension = os.path.splitext(file)[1]
-                if file_extension in SUPPORTED_EXTENSIONS:
-                    file_path = os.path.join(root, file)
-                    all_files.append(file_path)
+        # 使用rglob获取所有文件
+        all_files = [
+            file_path
+            for file_path in Path(path).rglob("*")
+            if file_path.suffix in SUPPORTED_EXTENSIONS
+        ]
+
         # 扫描动画
         for file_path in tqdm(all_files, desc="Scanning files", unit="file"):
-            file_extension = os.path.splitext(file_path)[1]
+            file_extension = file_path.suffix
             file_results = checkModeAndDetect(
-                mode, file_path, file_extension, pycdc_addr
+                mode, str(file_path), file_extension, pycdc_addr
             )
             if file_results is not None:
                 for key in file_results: